Jupyter Notebook fine-tuning

Open-source Jupyter Notebook projects categorized as fine-tuning
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Topics: NLP Machine Learning Deep Learning Lora Localization
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Top 7 Jupyter Notebook fine-tuning Projects

  • lora

    Using Low-rank adaptation to quickly fine-tune diffusion models. (by cloneofsimo)

    • Project mention: You can now train a 70B language model at home | news.ycombinator.com | 2024-03-07

    Diffusion unet has an "extended" version nowadays that applies to the resnet part as well as the cross-attention: https://github.com/cloneofsimo/lora

  • llm-applications

    A comprehensive guide to building RAG-based LLM applications for production.

    • Project mention: A comprehensive guide to building RAG-based LLM applications for production | news.ycombinator.com | 2023-10-25

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  • adaptnlp

    An easy to use Natural Language Processing library and framework for predicting, training, fine-tuning, and serving up state-of-the-art NLP models.

  • tiger

    Open Source LLM toolkit to build trustworthy LLM applications. TigerArmor (AI safety), TigerRAG (embedding, RAG), TigerTune (fine-tuning) (by tigerlab-ai)

    • Project mention: FLaNK Stack Weekly for 13 November 2023 | dev.to | 2023-11-13

  • gpt-j-fine-tuning-example

    Fine-tuning 6-Billion GPT-J (& other models) with LoRA and 8-bit compression

  • xrays-and-gradcam

    Classification and Gradient-based Localization of Chest Radiographs using PyTorch.

  • BLOOM-fine-tuning

    Finetune BLOOM

  • SaaSHub

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Jupyter Notebook fine-tuning related posts

Index

What are some of the best open-source fine-tuning projects in Jupyter Notebook? This list will help you:

Project Stars
1 lora 6,597
2 llm-applications 1,486
3 adaptnlp 414
4 tiger 379
5 gpt-j-fine-tuning-example 63
6 xrays-and-gradcam 44
7 BLOOM-fine-tuning 38

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